Kalvin Phillips' six-year £45m deal from Leeds in July 2022 resulted in just two league starts, playing only 380 minutes in the top flight, before being loaned to West Ham United then Ipswich Town.
Matheus Nunes came from Wolverhampton Wanderers for £53m in September 2023 but has made little impact. The 26-year-old started only seven Premier League games in his first season and three in this.
Jeremy Doku is a talented work in progress at just 22, but the £55m capture from Rennes in August 2023 has had injuries recently and only started 18 league games last season.
Guardiola, however, was clearly happy with the size and quality of his squad last summer. He only signed Brazil winger Savinho for up to £30m then brought back Gundogan when he fell from favour at Barcelona.
Has this now been exposed as a mistake given the squad looks bare because of injury?
Guardiola prefers to work with a tighter squad of elite players and is notoriously reluctant to keep those who may wish to move on - often dispensing with them ruthlessly. But there has been an exodus of talent from Etihad Stadium that now looks like it could be returning to haunt the champions.
Chief among them is Palmer, who was agitating to move in his search for regular game time, but has been such a resounding success at Chelsea that privately Guardiola may wonder whether should he have stood firm.
Palmer was involved in 45 games for Chelsea last season, scoring 25 goals. He scored 22 of those in the Premier League, second only to Haaland's 27. He has already scored seven goals in 14 appearances this season.
Alvarez, so often the hard-working and selfless foil to Haaland, has also been missed as City search for the cutting edge that has been missing this season. He was a potent combination of work-rate and threat under Guardiola, scoring 17 goals in 49 appearances in 2022-23 and 19 goals in 54 appearances last season.
City banked the huge amount of £81m for Alvarez from Atletico Madrid but he has been sorely missed as the goals have dried up this term.
Former academy defender Taylor Harwood-Bellis, now thriving at Southampton, scored on his England debut against the Republic Of Ireland but realistically would have struggled to play regularly at City.
Few would also take issue with City's decision to sell Raheem Sterling to Chelsea, along with Oleksandr Zinchenko and Gabriel Jesus to Arsenal, the latter leaving after Haaland's arrival.
It will be all change in the summer with Guardiola's long-time friend and confidante from their days at Barcelona, Txiki Begiristain, leaving as director of football to be replaced by Hugo Viana.
It is hard to believe complacency crept into City's strategy, but there is no doubt the current evidence suggests Viana will need a greater hit rate than in recent years.